Data

basic EDA

check temp dist for in a random day from all year value

##      STATION_NAME
## 1 PRINCE GEORGE A
## 2   PRINCE GEORGE

get 90th from the all year for all day value

Plot

plot given year temp dist vs baseline 90th

EHF plot

##  [1] 2021 1941 1983 1977 1993 2005 2007 1975 2006 2023 1948 1958 1984

plot all year temp in grey vs baseline

## Warning: Removed 396 rows containing missing values or values outside the scale range
## (`geom_line()`).
## Warning: Removed 1 row containing missing values or values outside the scale range
## (`geom_line()`).
## Removed 1 row containing missing values or values outside the scale range
## (`geom_line()`).

## Warning: Removed 395 rows containing missing values or values outside the scale range
## (`geom_line()`).
## Warning: Removed 2 rows containing missing values or values outside the scale range
## (`geom_line()`).
## Warning: Removed 1 row containing missing values or values outside the scale range
## (`geom_line()`).

Analyze the hw

hw dist for certain 1 year

prepare for the data

## # A tibble: 24 × 7
##    Month   Day Percentile_90 MAX_TEMP_YEAR DayOfYear Condition Cumulative_Count
##    <int> <int>         <dbl>         <dbl>     <dbl> <lgl>                <dbl>
##  1     1    11          4.31           5.5        11 TRUE                     1
##  2     1    12          4.52           5.5        12 TRUE                     2
##  3     1    27          4.4            5          27 TRUE                     1
##  4     3    17         10             11.2        76 TRUE                     1
##  5     3    18         10             12.1        77 TRUE                     2
##  6     3    19         10             14          78 TRUE                     3
##  7     3    20         10.0           15.7        79 TRUE                     4
##  8     3    21         10.0           15.7        80 TRUE                     5
##  9     3    22         10.4           14.5        81 TRUE                     6
## 10     5     9         21.1           25         129 TRUE                     1
## # ℹ 14 more rows

plot hw analysis for all year

plot overall count of hw through years

plot for heat map

seperate view of the heatmap

examine specific year